Transforming operational data into deep, validated insights through secure, proprietary conversational AI — deployed entirely within your environment.
01 — The Insight Gap
Most organisations are drowning in data yet starving for insight. Here's why traditional analytics fails at every turn.
Data scattered across dashboards, spreadsheets, and legacy systems. Every team sees a different truth.
Simple questions require analyst effort. Weeks of wait for basic answers. Self-serve is a myth, not reality.
Different teams, different logic, different numbers. Low trust. Nobody agrees on what the numbers mean.
Operational and quality data sits unused. No tool connects it all. The most valuable data never gets asked.
03 — How It Works
AMA doesn't just query data. It reasons through problems the way an experienced analyst would — but in seconds, with perfect consistency, every single time.
Understands what you're really asking — even with ambiguous, natural language queries.
Determines the right analysis approach — selects KPIs, data sources, and methodology.
Queries governed data with standardized KPI logic — consistent results every time.
Multi-agent verification ensures accuracy — statistical checks, outlier detection, cross-validation.
Delivers explanation, not just numbers — root cause, confidence scores, and next steps.
04 — Capabilities
Intelligence & accuracy by design, with security and collaboration built in from the ground up.
Multi-agent validation ensures the right KPI is selected, the right logic applied, and the right answer delivered. Every time.
Agents run continuously, monitoring KPIs and trends. When thresholds breach, your team knows instantly via Teams or Slack.
AMA remembers previous conversations, understands follow-up intent, and builds context over time. No need to re-explain.
Automated trend decomposition, driver analysis, and root-cause explanations. Go from "what happened" to "why."
SSO, RBAC, policy-driven access. Cloud-native security alignment. Your data never leaves your controlled environment.
Share insights, charts, and explanations across teams instantly. Continue any conversation where a colleague left off.
05 — Differentiation
Copilots answer questions on uploaded data. AMA runs on governed, automated enterprise data pipelines with consistent outcomes for every user.
| Capability | Traditional BI | Copilot / GPT | AMA |
|---|---|---|---|
| Natural Language Querying | ✗ Not Capable | ○ Partial | ✓ Capable |
| Deep Root Cause Analysis | ✗ Not Capable | ○ Partial | ✓ Capable |
| KPI Consistency & Governance | ✗ Not Capable | ✗ Not Capable | ✓ Capable |
| Memory & Context Retention | ✗ Not Capable | ○ Partial | ✓ Capable |
| Autonomous Monitoring & Alerts | ✗ Not Capable | ✗ Not Capable | ✓ Capable |
| Enterprise-Grade Trust | ○ Partial | ○ Partial | ✓ Capable |
06 — In Practice
AMA is live inside leading enterprises — turning analytics from a cost centre into a strategic weapon.
Pensions and benefits administration specialist serving 1,100+ clients and 7 million members globally, with 3,500+ employees across the UK, US, India, and Portugal.
Contact centre leaders lacked real-time visibility. Identifying breaches and root causes required manual report pulls across multiple systems. By the time issues surfaced, the damage was done.
Global engineering R&D services leader with 24,000+ engineers across 23 design centres, serving 69 Fortune 500 clients. Annual revenue exceeding $1.3 billion.
Leadership couldn't connect financial performance to workforce dynamics. Margin erosion, bench costs, and project profitability required weeks of manual analysis across fragmented ERP and HR systems.
08 — Impact
Turning analytics from a cost centre into a strategic advantage.
09 — Security
AMA is deployed inside your environment. Your data never leaves your network.
Fully hosted within your cloud environment (AWS/Azure). No external API calls, no SaaS dependencies. LLMs and agents run entirely inside your secured network.
AMA operates on operational and performance data only — NPS, KPIs, complaint trends, quality metrics. No personal or member data is used at any stage.
Access secured through Entra ID / Auth0 with SSO and MFA. Network access via Zscaler (ZIA/ZPA). Users never placed directly on the network.
10 — Roadmap
Continuous evaluation, agent adaptability, and security hardening across all releases.
10 — Investment
Transparent, usage-based pricing — not per-seat enterprise bloat.
Based on 10 users · 10 queries/user/day · 3,000 monthly queries · ~10,000 tokens per query
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